1
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Lau JKC, Hopkinson AC, Siu KWM. Phosphate Migration versus the Loss of Phosphoric Acid in Protonated Phosphopeptides: A Computational Study. J Phys Chem B 2024; 128:504-514. [PMID: 38190618 DOI: 10.1021/acs.jpcb.3c06767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2024]
Abstract
Residue-specific phosphorylation is a protein post-translational modification that regulates cellular functions. Experimental determination of the exact sites of protein phosphorylation provides an understanding of the signaling and processes at work for a given cellular state. Any experimental artifact that involves migration of the phosphate group during measurement is a concern, as the outcome can lead to erroneous conclusions that may confound studies on cellular signal transduction. Herein, we examine computationally the mechanism by which a phosphate group migrates from one serine residue to another serine in monoprotonated pentapeptides [BA-pSer-Gly-Ser-BB + H]+ → [BA-Ser-Gly-pSer-BB + H]+ (where BA and BB are different combinations of the three basic amino acids, histidine, lysine, and arginine). In addition to moving the phosphate group, the overall mechanism involves transferring a proton from the N-terminal amino acid, BA, to the C-terminal amino acid, BB. This is not a synchronous process, and there is a key high-energy intermediate, structure C, that is zwitterionic with both the basic amino acids protonated and the phosphate group attached to both serine residues and carrying a negative charge. The barriers to moving the phosphate group are calculated to be in the range of 219-274 kJ mol-1 at the B3LYP/6-31G(d) level. These barriers are systematically slightly lower and in good agreement with single-point energy calculations at both M06-2X/6-311++G(d,p) and MP2/6-31++G(d,p) levels. The competitive reaction, loss of phosphoric acid from the protonated pentapeptides, has a barrier in the range of 176-202 kJ mol-1 at the B3LYP/6-31G(d) level. Extension of the theory to M06-2X/6-311++G(d,p)//B3LYP/6-31G(d) and MP2/6-31++G(d,p)// B3LYP/6-31G(d) gives higher values for the loss of phosphoric acid, falling in the range of 196-226 kJ mol-1; these are comparable to the barriers against phosphate migration at the same levels of theory. For larger peptides His-pSer-(Gly)n-Ser-His, where n has values from 2 to 5, the barriers against the loss of phosphoric acid are higher than those against the phosphate group migration. This difference is most pronounced and significant when n = 4 and 5 (the differences are approximately 80 kJ mol-1 under the single-point energy calculations at the M06-2X and MP2 levels). Energy differences using two more recent functionals, M08-HX and MN15, on His-pSer-(Gly)n-Ser-His, where n = 1 and 5, are in good agreement with the M06-2X and MP2 calculations. These results provide the mechanistic rationale for phosphate migration versus other competing reactions in the gas phase under tandem mass spectrometry conditions.
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Affiliation(s)
- Justin Kai-Chi Lau
- Department of Chemistry and Centre for Research in Mass Spectrometry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
- Department of Chemistry and Biochemistry, University of Windsor, 401 Sunset Avenue, Windsor, ON N9B 3P4, Canada
| | - Alan C Hopkinson
- Department of Chemistry and Centre for Research in Mass Spectrometry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
| | - K W Michael Siu
- Department of Chemistry and Centre for Research in Mass Spectrometry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
- Department of Chemistry and Biochemistry, University of Windsor, 401 Sunset Avenue, Windsor, ON N9B 3P4, Canada
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2
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Hjernø K, Højrup P. Interpretation of Tandem Mass Spectrometry (MS-MS) Spectra for Peptide Analysis. Methods Mol Biol 2024; 2821:91-110. [PMID: 38997483 DOI: 10.1007/978-1-0716-3914-6_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2024]
Abstract
The aim of this chapter is to give a short introduction to peptide analysis by mass spectrometry (MS) and interpretation of fragment mass spectra. Through examples and guidelines, we will demonstrate how to understand and validate search results and how to perform de novo sequencing based on the often very complex fragmentation pattern obtained by tandem mass spectrometry (also referred to as MSMS). The focus will be on simple rules for interpretation of MSMS spectra of tryptic as well as non-tryptic peptides.
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Affiliation(s)
- Karin Hjernø
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Peter Højrup
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark.
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3
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Limited Metabolomic Overlap between Commensal Bacteria and Marine Sponge Holobionts Revealed by Large Scale Culturing and Mass Spectrometry-Based Metabolomics: An Undergraduate Laboratory Pedagogical Effort at Georgia Tech. Mar Drugs 2023; 21:md21010053. [PMID: 36662226 PMCID: PMC9862627 DOI: 10.3390/md21010053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/06/2023] [Accepted: 01/11/2023] [Indexed: 01/18/2023] Open
Abstract
Sponges are the richest source of bioactive organic small molecules, referred to as natural products, in the marine environment. It is well established that laboratory culturing-resistant symbiotic bacteria residing within the eukaryotic sponge host matrix often synthesize the natural products that are detected in the sponge tissue extracts. However, the contributions of the culturing-amenable commensal bacteria that are also associated with the sponge host to the overall metabolome of the sponge holobiont are not well defined. In this study, we cultured a large library of bacteria from three marine sponges commonly found in the Florida Keys. Metabolomes of isolated bacterial strains and that of the sponge holobiont were compared using mass spectrometry to reveal minimal metabolomic overlap between commensal bacteria and the sponge hosts. We also find that the phylogenetic overlap between cultured commensal bacteria and that of the sponge microbiome is minimal. Despite these observations, the commensal bacteria were found to be a rich resource for novel natural product discovery. Mass spectrometry-based metabolomics provided structural insights into these cryptic natural products. Pedagogic innovation in the form of laboratory curricula development is described which provided undergraduate students with hands-on instruction in microbiology and natural product discovery using metabolomic data mining strategies.
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4
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Fornelli L, Toby TK. Characterization of large intact protein ions by mass spectrometry: What directions should we follow? BIOCHIMICA ET BIOPHYSICA ACTA. PROTEINS AND PROTEOMICS 2022; 1870:140758. [PMID: 35077914 DOI: 10.1016/j.bbapap.2022.140758] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 01/07/2022] [Accepted: 01/11/2022] [Indexed: 11/16/2022]
Abstract
Theoretically, the gas-phase interrogation of whole proteoforms via mass spectrometry, known as top-down proteomics, bypasses the protein inference problem that afflicts peptide-centric proteomic approaches. Despite this obvious advantage, the application of top-down proteomics remains rare, mainly due to limited throughput and difficulty of analyzing proteins >30 kDa. Here we will discuss some of the problems encountered during the characterization of large proteoforms, and guided by a combination of theoretical background and experimental evidence we will describe some innovative data acquisition strategies and novel mass spectrometry technologies that can at least partially overcome such limitations.
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Affiliation(s)
- Luca Fornelli
- University of Oklahoma, Department of Biology, 730 Van Vleet oval, Norman, OK 73109, United States of America; University of Oklahoma, Department Chemistry and Biochemistry, 101 Stephenson Parkway, Norman, OK 73109, United States of America.
| | - Timothy K Toby
- DiscernDx, 2478 Embarcadero Way, Palo Alto, CA 94303, United States of America
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5
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Mohanty I, Nguyen NA, Moore SG, Biggs JS, Gaul DA, Garg N, Agarwal V. Enzymatic Synthesis Assisted Discovery of Proline-Rich Macrocyclic Peptides in Marine Sponges. Chembiochem 2021; 22:2614-2618. [PMID: 34185944 PMCID: PMC8415105 DOI: 10.1002/cbic.202100275] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 06/25/2021] [Indexed: 11/10/2022]
Abstract
Proline-rich macrocyclic peptides (PRMPs) are natural products present in geographically and phylogenetically dispersed marine sponges. The large diversity and low abundance of PRMPs in sponge metabolomes precludes isolation and structure elucidation of each individual PRMP congener. Here, using standards developed via biomimetic enzymatic synthesis of PRMPs, a mass spectrometry-based workflow to sequence PRMPs was developed and validated to reveal that the diversity of PRMPs in marine sponges is much greater than that has been realized by natural product isolation-based strategies. Findings are placed in the context of diversity-oriented transamidative macrocyclization of peptide substrates in sponge holobionts.
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Affiliation(s)
- Ipsita Mohanty
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Nguyet A Nguyen
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Samuel G Moore
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Jason S Biggs
- University of Guam Marine Laboratory, UOG Station, Mangilao, Guam 96923, USA
| | - David A Gaul
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Neha Garg
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Vinayak Agarwal
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA 30332, USA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA
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6
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Le MT, Morato NM, Kaerner A, Welch CJ, Cooks RG. Fragmentation of Polyfunctional Compounds Recorded Using Automated High-Throughput Desorption Electrospray Ionization. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:2261-2273. [PMID: 34280312 DOI: 10.1021/jasms.1c00176] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Using desorption electrospray ionization (DESI) as part of an automated high-throughput system, tandem mass spectra of the compounds in a pharmaceutical library were recorded in the positive mode under standardized conditions. Quality control filtering yielded an MS/MS library of 16 662 spectra. Fragmentation of subsets of the compounds in the library chosen to contain a single instance of a particular functional group (amide, piperazine, sulfonamide) was predicted by experts, and the results were compared with the experimental data. Expert performance was good to excellent for all the cases evaluated. Substituents on the functional groups were found to exert important secondary control over the fragmentation, with the main effect observed being product ion stabilization by aromatic substitution, which was consistent across the different groups evaluated. These substituent effects are generally explicable in terms of standard physical organic chemistry considerations of product ion stability as controlling fragmentation. A somewhat unexpected feature was the incidence of homolytic cleavages, driven by the stability of substituted amine radical cations. The findings of this study are intended to lay the groundwork for machine learning approaches to performing MS/MS spectrum → structure and structure → MS/MS spectrum operations on the same experimental data set. The effort involved and the success achieved in computer-aided interpretation, now underway, will be compared with the expert performance as described here.
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Affiliation(s)
- MyPhuong T Le
- Department of Chemistry and Bindley Bioscience Center, Purdue University, West Lafayette, Indiana 47907, United States
| | - Nicolás M Morato
- Department of Chemistry and Bindley Bioscience Center, Purdue University, West Lafayette, Indiana 47907, United States
| | - Andreas Kaerner
- Discovery Chemistry Research and Technologies, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana 46285, United States
| | - Christopher J Welch
- Indiana Consortium for Analytical Science and Engineering (ICASE), Indianapolis, Indiana 46202, United States
| | - R Graham Cooks
- Department of Chemistry and Bindley Bioscience Center, Purdue University, West Lafayette, Indiana 47907, United States
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7
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Purification, De Novo Characterization and Antibacterial Properties of a Novel, Narrow-Spectrum Bacteriostatic Tripeptide from Geotrichum candidum OMON-1. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2021. [DOI: 10.1007/s13369-020-05024-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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8
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Guan S, Bythell BJ. Size Dependent Fragmentation Chemistry of Short Doubly Protonated Tryptic Peptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1020-1032. [PMID: 33779179 DOI: 10.1021/jasms.1c00009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Tandem mass spectrometry of electrospray ionized multiply charged peptide ions is commonly used to identify the sequence of peptide(s) and infer the identity of source protein(s). Doubly protonated peptide ions are consistently the most efficiently sequenced ions following collision-induced dissociation of peptides generated by tryptic digestion. While the broad characteristics of longer (N ≥ 8 residue) doubly protonated peptides have been investigated, there is comparatively little data on shorter systems where charge repulsion should exhibit the greatest influence on the dissociation chemistry. To address this gap and further understand the chemistry underlying collisional-dissociation of doubly charged tryptic peptides, two series of analytes ([GxR+2H]2+ and [AxR+2H]2+, x = 2-5) were investigated experimentally and with theory. We find distinct differences in the preference of bond cleavage sites for these peptides as a function of size and to a lesser extent composition. Density functional calculations at two levels of theory predict that the threshold relative energies required for bond cleavages at the same site for peptides of different size are quite similar (for example, b2-yN-2). In isolation, this finding is inconsistent with experiment. However, the predicted extent of entropy change of these reactions is size dependent. Subsequent RRKM rate constant calculations provide a far clearer picture of the kinetics of the competing bond cleavage reactions enabling rationalization of experimental findings. The M06-2X data were substantially more consistent with experiment than were the B3LYP data.
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Affiliation(s)
- Shanshan Guan
- Department of Chemistry and Biochemistry, Ohio University, 307 Chemistry Building, Athens, Ohio 45701, United States
- Department of Chemistry and Biochemistry, University of Missouri-St. Louis, 1 University Boulevard, St. Louis, Missouri 63121, United States
| | - Benjamin J Bythell
- Department of Chemistry and Biochemistry, Ohio University, 307 Chemistry Building, Athens, Ohio 45701, United States
- Department of Chemistry and Biochemistry, University of Missouri-St. Louis, 1 University Boulevard, St. Louis, Missouri 63121, United States
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9
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Kailash V, Mendoza L, Moritz RL, Hoopmann MR. SPACEPro: A Software Tool for Analysis of Protein Sample Cleavage for Tandem Mass Spectrometry. J Proteome Res 2021; 20:1911-1917. [PMID: 33529024 PMCID: PMC8026743 DOI: 10.1021/acs.jproteome.0c00928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The efficiency of shotgun proteomic analysis is dependent on the reproducibility of the peptide cleavage process during sample preparation. To generate rapid and useful metrics for peptide cleavage efficiency, as in enzymatic or chemical cleavage, SPACEPro was developed to evaluate efficiency and reproducibility of protein cleavage in peptide samples following data-dependent analysis by mass spectrometry. SPACEPro analyzes samples at the peptide-spectrum match (PSM), peptide, and protein levels to provide a comprehensive representation of the overall sample processing to peptides. All output is provided in human-readable text and JSON files that can be further processed to assess the cleavage efficiency on proteins within the sample. SPACEPro provides a snapshot of the protein cleavage efficiency through very minimal effort so that the user is informed of the quality of the sample processing efficiency and can accordingly develop protocols to improve the initial sample preparation for subsequent analyses.
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Affiliation(s)
- Vidur Kailash
- Institute for Systems Biology, Seattle, WA 98109, USA
| | - Luis Mendoza
- Institute for Systems Biology, Seattle, WA 98109, USA
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10
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Wilburn DB, Richards AL, Swaney DL, Searle BC. CIDer: A Statistical Framework for Interpreting Differences in CID and HCD Fragmentation. J Proteome Res 2021; 20:1951-1965. [PMID: 33729787 DOI: 10.1021/acs.jproteome.0c00964] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Library searching is a powerful technique for detecting peptides using either data independent or data dependent acquisition. While both large-scale spectrum library curators and deep learning prediction approaches have focused on beam-type CID fragmentation (HCD), resonance CID fragmentation remains a popular technique. Here we demonstrate an approach to model the differences between HCD and CID spectra, and present a software tool, CIDer, for converting libraries between the two fragmentation methods. We demonstrate that just using a combination of simple linear models and basic principles of peptide fragmentation, we can explain up to 43% of the variation between ions fragmented by HCD and CID across an array of collision energy settings. We further show that in some circumstances, searching converted CID libraries can detect more peptides than searching existing CID libraries or libraries of machine learning predictions from FASTA databases. These results suggest that leveraging information in existing libraries by converting between HCD and CID libraries may be an effective interim solution while large-scale CID libraries are being developed.
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Affiliation(s)
- Damien B Wilburn
- Institute for Systems Biology, Seattle, Washington 98109, United States.,Department of Genome Sciences, University of Washington, Seattle, Washington 98195, United States
| | - Alicia L Richards
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, California 94158, United States.,J. David Gladstone Institutes, San Francisco, California 94158, United States.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California 94158, United States
| | - Danielle L Swaney
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, California 94158, United States.,J. David Gladstone Institutes, San Francisco, California 94158, United States.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California 94158, United States
| | - Brian C Searle
- Institute for Systems Biology, Seattle, Washington 98109, United States
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11
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Muroski JM, Fu JY, Nguyen HH, Loo RRO, Loo JA. Leveraging Immonium Ions for Targeting Acyl-Lysine Modifications in Proteomic Datasets. Proteomics 2021; 21:e2000111. [PMID: 32896103 PMCID: PMC8742405 DOI: 10.1002/pmic.202000111] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 08/03/2020] [Indexed: 11/08/2022]
Abstract
Acyl modifications vary greatly in terms of elemental composition and site of protein modification. Developing methods to identify acyl modifications more confidently can help to assess the scope of these modifications in large proteomic datasets. The utility of acyl-lysine immonium ions is analyzed for identifying the modifications in proteomic datasets. It is demonstrated that the cyclized immonium ion is a strong indicator of acyl-lysine presence when its rank or relative abundance compared to other ions within a spectrum is considered. Utilizing a stepped collision energy method in a shotgun experiment highlights the immonium ion. By implementing an analysis that accounted for features within each MS2 spectrum, the method clearly identifies peptides with short chain acyl-lysine modifications from complex lysates. Immonium ions can also be used to validate novel acyl modifications; in this study, the first examples of 3-hydroxylpimelyl-lysine modifications are reported and they are validated using immonium ions. Overall these results solidify the use of the immonium ion as a marker for acyl-lysine modifications in complex proteomic datasets.
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Affiliation(s)
- John M. Muroski
- Department of Chemistry and Biochemistry, University of California, Los Angeles, CA, USA
| | - Janine Y. Fu
- Department of Chemistry and Biochemistry, University of California, Los Angeles, CA, USA
| | - Hong Hanh Nguyen
- Department of Chemistry and Biochemistry, University of California, Los Angeles, CA, USA
| | - Rachel R. Ogorzalek Loo
- David Geffen School of Medicine, Department of Biological Chemistry, University of California, Los Angeles, CA, USA
- UCLA-DOE Institute, University of California, Los Angeles, CA, USA
- UCLA Molecular Biology Institute, University of California, Los Angeles, CA, USA
| | - Joseph A. Loo
- Department of Chemistry and Biochemistry, University of California, Los Angeles, CA, USA
- David Geffen School of Medicine, Department of Biological Chemistry, University of California, Los Angeles, CA, USA
- UCLA-DOE Institute, University of California, Los Angeles, CA, USA
- UCLA Molecular Biology Institute, University of California, Los Angeles, CA, USA
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12
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Keating JE, Chung C, Chai S, Prins JF, Vincent BG, Hunsucker SA, Armistead PM, Glish GL. Alkali Metal Cationization of Tumor-associated Antigen Peptides for Improved Dissociation and Measurement by Differential Ion Mobility-Mass Spectrometry. J Proteome Res 2020; 19:3176-3183. [PMID: 32627559 PMCID: PMC9260395 DOI: 10.1021/acs.jproteome.0c00157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Tandem mass spectrometry (MS/MS) is a highly sensitive and selective method for the detection of tumor-associated peptide antigens. These short, nontryptic sequences may lack basic residues, resulting in the formation of predominantly [peptide + H]+ ions in electrospray. These singly charged ions tend to undergo inefficient dissociation, leading to issues in sequence determination. Addition of alkali metal salts to the electrospray solvent can drive the formation of [peptide + H + metal]2+ ions that have enhanced dissociation characteristics relative to [peptide + H]+ ions. Both previously identified tumor-associated antigens and predicted neoantigen sequences were investigated. The previously reported rearrangement mechanism in MS/MS of sodium-cationized peptides is applied here to demonstrate complete C-terminal sequencing of tumor-associated peptide antigens. Differential ion mobility spectrometry (DIMS) is shown to selectively enrich [peptide + H + metal]2+ species by filtering out singly charged interferences at relatively low field strengths, offsetting the decrease in signal intensity associated with the use of alkali metal cations.
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Affiliation(s)
- James E. Keating
- Department of Chemistry, University of North Carolina at Chapel Hill, NC
| | - Chris Chung
- Department of Chemistry, University of North Carolina at Chapel Hill, NC
| | - Shengjie Chai
- Curriculum in Genetic & Molecular Biology, University of North Carolina at Chapel Hill, NC
| | - Jans F. Prins
- Computer Science, University of North Carolina at Chapel Hill, NC
| | - Benjamin G. Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, NC
| | - Sally A. Hunsucker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, NC
| | - Paul M. Armistead
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, NC
| | - Gary L. Glish
- Department of Chemistry, University of North Carolina at Chapel Hill, NC
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13
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Steckel A, Borbély A, Uray K, Schlosser G. Quantification of the Effect of Citrulline and Homocitrulline Residues on the Collision-Induced Fragmentation of Peptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2020; 31:1744-1750. [PMID: 32559094 PMCID: PMC7590983 DOI: 10.1021/jasms.0c00210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Posttranslational modifications of proteins like citrullination and carbamylation are associated with several diseases. Detailed analytical characterization of citrullinated and carbamylated proteins or peptides could be difficult due to the low concentration of the analytes in complex biological samples. High structural similarity and chemical behavior of citrullinated and carbamylated residues also pose a challenge. We previously reported the "citrulline effect" phenomenon that is manifested in the generation of intense y type ions originating from Cit-Zzz amide bond scissions in collision-induced dissociation tandem mass spectra of citrullinated tryptic peptides. In this study, we created a rigorous tryptic-like model system of both citrulline and homocitrulline-containing peptides that included appropriate and well-defined controls and fragment analogues to quantify the citrulline effect and investigate whether there is an effect for homocitrulline residues as well. Our results show that citrulline residues significantly increased fragmentation at their C-terminus relatively independent of the identity of the following amino acid. In comparison, homocitrulline residues displayed inconclusive results at the same energies. However, the strength of effects was dependent on collision energy and the position of citrulline and homocitrulline in the sequences. As newer software algorithms tend to observe structure-intensity relationships during annotation, this finding increases reliable identification of modified proteins/peptides.
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Affiliation(s)
- Arnold Steckel
- Hevesy György PhD School of Chemistry,
ELTE Eötvös Loránd University, Budapest
1117, Hungary
- MTA-ELTE Research Group of Peptide Chemistry,
ELTE Eötvös Loránd University, Budapest
1117, Hungary
| | - Adina Borbély
- MTA-ELTE Research Group of Peptide Chemistry,
ELTE Eötvös Loránd University, Budapest
1117, Hungary
- Department of Analytical Chemistry, ELTE
Eötvös Loránd University, Budapest 1117,
Hungary
| | - Katalin Uray
- MTA-ELTE Research Group of Peptide Chemistry,
ELTE Eötvös Loránd University, Budapest
1117, Hungary
| | - Gitta Schlosser
- MTA-ELTE Research Group of Peptide Chemistry,
ELTE Eötvös Loránd University, Budapest
1117, Hungary
- Department of Analytical Chemistry, ELTE
Eötvös Loránd University, Budapest 1117,
Hungary
- Phone: +36-1-372 2500/1415.
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14
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Guan S, Armbruster MR, Huang T, Edwards JL, Bythell BJ. Isomeric Differentiation and Acidic Metabolite Identification by Piperidine-Based Tagging, LC-MS/MS, and Understanding of the Dissociation Chemistries. Anal Chem 2020; 92:9305-9311. [PMID: 32466643 DOI: 10.1021/acs.analchem.0c01640] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
We demonstrate a method for facile differentiation of acidic, isomeric metabolites by attaching high proton affinity, piperidine-based chemical tags to each carboxylic acid group. These tags attach with high efficiency to the analytes, increase the signal, and result in the formation of multiply-charged cations. We illustrate the present approach with citrate and isocitrate, which are isomeric metabolites each containing three carboxylic acid groups. We observe a 20-fold increase in signal-to-noise for citrate and an 8-fold increase for isocitrate as compared to detection of the untagged analytes in negative mode. Collision-induced dissociation of the triply tagged, triply charged analytes results in distinct tandem mass spectra. The phenylene spacer groups limit proton mobility and enable access to structurally informative C-C bond cleavage reactions. Modeling of the gas-phase structures and dissociation chemistry of these triply charged analyte ions highlights the importance of hydroxyl proton mobilization in this low proton mobility environment. Tandem mass spectrometric analyses of deuterated congeners and MS3 spectra are consistent with the proposed fragment ion structures and mechanisms of formation. Direct evidence that these chemistries are more generally applicable is provided by subsequent analyses of doubly tagged, doubly charged malate ions. Future work will focus on applying these methods to identify new metabolites and development of general rules for structural determination of tagged metabolites with multiple charges.
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Affiliation(s)
- Shanshan Guan
- Department of Chemistry and Biochemistry, Ohio University, 391 Clippinger Laboratories, Athens, Ohio 45701, United States
- Department of Chemistry and Biochemistry, University of Missouri, 1 University Blvd, St. Louis, Missouri 63121, United States
| | - Michael R Armbruster
- Department of Chemistry and Biochemistry, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63102, United States
| | - Tianjiao Huang
- Department of Chemistry and Biochemistry, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63102, United States
| | - James L Edwards
- Department of Chemistry and Biochemistry, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63102, United States
| | - Benjamin J Bythell
- Department of Chemistry and Biochemistry, Ohio University, 391 Clippinger Laboratories, Athens, Ohio 45701, United States
- Department of Chemistry and Biochemistry, University of Missouri, 1 University Blvd, St. Louis, Missouri 63121, United States
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15
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Wang Y, Nakajima E, Okamura Y, Wang D, Okumura N, Takao T. Metastable decomposition at the peptide C-terminus: Possible use in protein identification. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2020; 34:e8734. [PMID: 32031718 DOI: 10.1002/rcm.8734] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 12/14/2019] [Accepted: 01/17/2020] [Indexed: 06/10/2023]
Abstract
RATIONALE The b n-1 ion of a peptide, as well as a [b n-1 + 18] ion, can be observed not only as normal product ions, but also as prominent metastable ions in a reflectron-embedded matrix-assisted laser desorption ionization time-of-flight spectrometer. The m/z values for the peaks are slightly shifted compared with the ordinary product ions and appear as relatively broad peaks, which permits them to be discriminated from other ions. METHODS A standard protein mixture and gel-derived proteins digested with LysN protease, which cleaves peptide linkages in proteins at the N-terminal side of Lys residues, were examined. The collected data were used for protein identification using in-house software, iD-plus (http://coco.protein.osaka-u.ac.jp/id-plus/), which was developed for searching for proteins in the peptide database, based on enzyme specificity (N-terminal Lys in this study), peptide masses and C-terminal amino acids. RESULTS The b n-1 as well as [b n-1 + 18] ions were observed as broad ion peaks for all of the peptides (86 peptides) examined in this study. In silico calculations using the database of LysN digested peptides (11 969 470), created from 553 941 protein sequences (SwissProt: 2017_03), indicate that the use of no less than four peptides permits a protein to be identified without the need of any probability-based scoring. CONCLUSIONS The preference for b n-1 ion formation is probably due to the higher propensity of the C-terminal peptide bond to be cleaved than other internal bonds. The fact that such C-terminal fragmentation takes place for most of the peptides examined suggests that the use of an N-terminal specific enzyme would allow the C-terminal amino acids to be more reliably read out than other internal sequences, information that could be efficiently used for protein identification.
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Affiliation(s)
- Yang Wang
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, 565-0871, Japan
| | - Etsuko Nakajima
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, 565-0871, Japan
| | - Yoshihito Okamura
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, 565-0871, Japan
| | - Danqing Wang
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, 565-0871, Japan
| | - Nobuaki Okumura
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, 565-0871, Japan
| | - Toshifumi Takao
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, 565-0871, Japan
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16
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Wu Q, Tian Y, Yang C, Liang Z, Shan Y, Zhang L, Zhang Y. Sequential amidation of peptide C-termini for improving fragmentation efficiency. JOURNAL OF MASS SPECTROMETRY : JMS 2020; 56:e4529. [PMID: 32419269 DOI: 10.1002/jms.4529] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 03/23/2020] [Accepted: 04/09/2020] [Indexed: 06/11/2023]
Abstract
Owing to the poor fragmentation efficiency caused by the lack of a positively charged basic group at the C-termini of peptides, the identification of nontryptic peptides in classical proteomics is known to be less efficient. Particularly, attaching positively charged basic groups to C-termini via chemical derivatizations is known to be able to enhance their fragmentation efficiency. In this study, we introduced a novel strategy, C-termini sequential amidation reaction (CSAR), to improve peptide fragmentation efficiency. By this strategy, C-terminal and side-chain carboxyl groups were firstly amidated by neutral methylamine (MA), and then C-terminal amide bonds were selectively deamidated through peptide amidase while side-chain amide bonds remained unchanged, followed by the secondary amidation of C-termini via basic agmatine (AG). We optimized the amidation reaction conditions to achieve the MA derivatization efficiency of >99% for side-chain carboxyl groups and AG derivatization efficiency of 80% for the hydrolytic C-termini. We applied CSAR strategy to identify bovine serum albumin (BSA) chymotryptic digests, resulting in the increased fragmentation efficiencies (improvement by 9-32%) and charge states (improvement by 39-52%) under single or multiple dissociation modes. The strategy described here might be a promising approach for the identification of peptides that suffered from poor fragmentation efficiency.
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Affiliation(s)
- Qiong Wu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Science, Dalian, 116023, China
| | - Yu'e Tian
- CAS Key Laboratory of Microbial Physiological and Metabolic Engineering, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Chao Yang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Science, Dalian, 116023, China
| | - Zhen Liang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Science, Dalian, 116023, China
| | - Yichu Shan
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Science, Dalian, 116023, China
| | - Lihua Zhang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Science, Dalian, 116023, China
| | - Yukui Zhang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Science, Dalian, 116023, China
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17
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Bunkenborg J, Matthiesen R. Interpretation of Tandem Mass Spectra of Posttranslationally Modified Peptides. Methods Mol Biol 2020; 2051:199-230. [PMID: 31552630 DOI: 10.1007/978-1-4939-9744-2_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Tandem mass spectrometry provides a sensitive means of analyzing the amino acid sequence of peptides and modified peptides by providing accurate mass measurements of precursor and fragment ions. Modern mass spectrometry instrumentation is capable of rapidly generating many thousands of tandem mass spectra and protein database search engines have been developed to match the experimental data to peptide candidates. In most studies there is a schism between discarding perfectly valid data and including nonsensical peptide identifications-this is currently managed by establishing a false discovery rate (FDR) but for modified peptides it calls for an understanding of tandem mass spectrometry data. Manual evaluation of the data and perhaps experimental cross-checking of the MS data can save many months of experimental work trying to do biological follow-ups based on erroneous identifications. Especially for posttranslationally modified peptides there is a need for careful consideration of the data because search algorithms seldom have been optimized for the identification of modified peptides and because there are many pitfalls for the unwary. This chapter describes some of the issues that should be considered when interpreting and validating tandem mass spectra and gives some useful tables to aid in this process.
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Affiliation(s)
| | - Rune Matthiesen
- Computational and Experimental Biology Group, CEDOC, Chronic Diseases Research Centre, NOVA Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisboa, Portugal
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18
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Taghizadeh SF, Rezaee R, Mehmandoust M, Badibostan H, Karimi G. Assessment of in vitro bioactivities of Pis v 1 (2S albumin) and Pis v 2.0101 (11S globulin) proteins derived from pistachio (Pistacia vera L.). JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2019. [PMCID: PMC7149036 DOI: 10.1007/s11694-019-00355-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Seyedeh Faezeh Taghizadeh
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, P. O. Box, 1365-91775, Islamic Republic of Iran
| | - Ramin Rezaee
- Clinical Research Unit, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Neurogenic Inflammation Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Masoumeh Mehmandoust
- Department of Horticultural Science, Faculty of Agriculture, Islamic Azad University of Shirvan, Shirvan, Iran
| | - Hasan Badibostan
- Department of Pharmacodynamics and Toxicology, Faculty of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gholamreza Karimi
- Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, P. O. Box, 1365-91775, Islamic Republic of Iran
- Department of Pharmacodynamics and Toxicology, Faculty of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
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19
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Chen J, Shiyanov P, Green KB. Top-down mass spectrometry of intact phosphorylated β-casein: Correlation between the precursor charge state and internal fragments. JOURNAL OF MASS SPECTROMETRY : JMS 2019; 54:527-539. [PMID: 30997701 PMCID: PMC6779312 DOI: 10.1002/jms.4364] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 03/25/2019] [Accepted: 04/11/2019] [Indexed: 05/12/2023]
Abstract
Phosphorylated proteins play essential roles in many cellular processes, and identification and characterization of the relevant phosphoproteins can help to understand underlying mechanisms. Herein, we report a collision-induced dissociation top-down approach for characterizing phosphoproteins on a quadrupole time-of-flight mass spectrometer. β-casein, a protein with two major isoforms and five phosphorylatable serine residues, was used as a model. Peaks corresponding to intact β-casein ions with charged states up to 36+ were detected. Tandem mass spectrometry was performed on β-casein ions of different charge states (12+ , and 15+ to 28+ ) in order to determine the effects of charge state on dissociation of this protein. Most of the abundant fragments corresponded to y, b ions, and internal fragments caused by cleavage of the N-terminal amide bond adjacent to proline residues (Xxx-Pro). The abundance of internal fragments increased with the charge state of the protein precursor ion; these internal fragments predominantly arose from one or two Xxx-Pro cleavage events and were difficult to accurately assign. The presence of abundant sodium adducts of β-casein further complicated the spectra. Our results suggest that when interpreting top-down mass spectra of phosphoproteins and other proteins, researchers should consider the potential formation of internal fragments and sodium adducts for reliable characterization.
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Affiliation(s)
- Jianzhong Chen
- Department of Optometry and Vision Science; University of Alabama at Birmingham; Birmingham, AL, 35294
- Applied Biotechnology Branch; Air Force Research Laboratory; Dayton, OH 45433, USA
- Mass Spectrometry and Proteomics Facility; The Ohio State University; Columbus, OH 43210, USA
- Corresponding author: Jianzhong Chen, Ph.D., Department of Optometry and Vision Science, University of Alabama at Birmingham, Birmingham, AL, USA; ; Phone: 205.934.8230
| | - Pavel Shiyanov
- Applied Biotechnology Branch; Air Force Research Laboratory; Dayton, OH 45433, USA
| | - Kari B Green
- Mass Spectrometry and Proteomics Facility; The Ohio State University; Columbus, OH 43210, USA
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20
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Bailey LS, Alves M, Galy N, Patrick AL, Polfer NC. Mechanistic insights into intramolecular phosphate group transfer during collision induced dissociation of phosphopeptides. JOURNAL OF MASS SPECTROMETRY : JMS 2019; 54:449-458. [PMID: 30860300 DOI: 10.1002/jms.4351] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 02/22/2019] [Accepted: 03/04/2019] [Indexed: 05/28/2023]
Abstract
We report on the rearrangement chemistry of model phosphorylated peptides during collision-induced dissociation (CID), where intramolecular phosphate group transfers are observed from donor to acceptor residues. Such "scrambling" could result in inaccurate modification localization, potentially leading to misidentifications. Systematic studies presented herein provide mechanistic insights for the unusually high phosphate group rearrangements presented some time ago by Reid and coworkers (Proteomics 2013, 13 [6], 964-973). It is postulated here that a basic residue like histidine can play a key role in mediating the phosphate group transfer by deprotonating the serine acceptor site. The proposed mechanism is consistent with the observation that fast collisional activation by collision-cell CID and higher-energy collisional dissociation (HCD) can shut down rearrangement chemistry. Additionally, the rearrangement chemistry is highly dependent on the charge state of the peptide, mirroring previous studies that less rearrangement is observed under mobile proton conditions.
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Affiliation(s)
- Laura S Bailey
- Department of Chemistry, University of Florida, Gainesville, Florida, USA
| | - Mélanie Alves
- Département de chimie, UFR 926, Sorbonne Université, Paris, France
| | - Nicolas Galy
- Département de chimie, Université Paul Sabatier, Toulouse, France
| | - Amanda L Patrick
- Department of Chemistry, University of Florida, Gainesville, Florida, USA
| | - Nicolas C Polfer
- Department of Chemistry, University of Florida, Gainesville, Florida, USA
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21
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Affiliation(s)
- Clement
M. Potel
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The Netherlands
- Netherlands
Proteomics Centre, Padualaan
8, 3584 CH Utrecht, The Netherlands
| | - Simone Lemeer
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The Netherlands
- Netherlands
Proteomics Centre, Padualaan
8, 3584 CH Utrecht, The Netherlands
| | - Albert J. R. Heck
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The Netherlands
- Netherlands
Proteomics Centre, Padualaan
8, 3584 CH Utrecht, The Netherlands
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22
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Kim YJ, Chambers AG, Cecchi F, Hembrough T. Targeted data-independent acquisition for mass spectrometric detection of RAS mutations in formalin-fixed, paraffin-embedded tumor biopsies. J Proteomics 2018; 189:91-96. [DOI: 10.1016/j.jprot.2018.04.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 03/13/2018] [Accepted: 04/14/2018] [Indexed: 01/14/2023]
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23
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Steckel A, Uray K, Turiák L, Gömöry Á, Drahos L, Hudecz F, Schlosser G. Mapping the tandem mass spectrometric characteristics of citrulline-containing peptides. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2018; 32:844-850. [PMID: 29575159 DOI: 10.1002/rcm.8105] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 02/28/2018] [Accepted: 03/04/2018] [Indexed: 05/20/2023]
Abstract
RATIONALE Protein citrullination (deimination) is a post-translational modification of proteins converting arginine(s) into citrulline(s). "Overcitrullination" could be associated with severe pathological conditions. Mass spectrometric analysis of modified proteins is hindered by several problems. A comprehensive study of the fragmentation of deiminated peptides is not yet available. In this paper we have made an attempt to describe the characteristics of these processes, based on the studies of epitope model oligopeptides derived from clinically relevant proteins. METHODS Solutions of purified model peptides containing either one or two citrulline residues as well as their native variants were injected directly into the electrospray source of a high accuracy and resolution quadrupole-time-of-flight instrument and were analysed by tandem mass spectrometry using low-energy collision-induced dissociation. RESULTS Loss of isocyanic acid from citrulline residues is a preferred fragmentation route for deiminated peptides, which yields ornithine residues in the sequence. However, simultaneous detection of both the isocyanic acid loss and sequence fragments is often compromised. A preferential cleavage site was observed between citrulline and any other following amino acids yielding intensive complementary b- and y-type ions. Also, citrulline positioned at the C-termini displays a preferential cleavage N-terminal to this residue yielding characteristic y1 ions. These phenomena are described here for the first time and are referred to as the "citrulline effect". CONCLUSIONS We found that the citrulline effect is very pronounced and could be used as a complementary tool for the confirmation of modification sites in addition to losses of isocyanic acids from the protonated molecules or from fragment ions. Low collision energy applied to peptide ions having partially mobile protons reveals the site of modification by generating specific and intensive fragments of the sequence. On the other hand, fragmenting precursor ions with mobile protons usually allows full sequence coverage, although citrulline-specific fragments may exhibit lower intensities compared to other fragments.
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Affiliation(s)
- Arnold Steckel
- Doctoral School of Chemistry, ELTE Eötvös Loránd University, Budapest, Hungary
- MTA-ELTE Research Group of Peptide Chemistry, Hungarian Academy of Sciences, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Katalin Uray
- MTA-ELTE Research Group of Peptide Chemistry, Hungarian Academy of Sciences, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Lilla Turiák
- MS Proteomics Research Group, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - Ágnes Gömöry
- MS Proteomics Research Group, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - László Drahos
- MS Proteomics Research Group, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - Ferenc Hudecz
- MTA-ELTE Research Group of Peptide Chemistry, Hungarian Academy of Sciences, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Organic Chemistry, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Gitta Schlosser
- MTA-ELTE Research Group of Peptide Chemistry, Hungarian Academy of Sciences, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Analytical Chemistry, ELTE Eötvös Loránd University, Budapest, Hungary
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24
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Liu M, Inoue K, Leng T, Zhou A, Guo S, Xiong ZG. ASIC1 promotes differentiation of neuroblastoma by negatively regulating Notch signaling pathway. Oncotarget 2018; 8:8283-8293. [PMID: 28030818 PMCID: PMC5352400 DOI: 10.18632/oncotarget.14164] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 11/23/2016] [Indexed: 12/25/2022] Open
Abstract
In neurons, up-regulation of Notch activity either inhibits neurite extension or causes retraction of neurites. Conversely, inhibition of Notch1 facilitates neurite extension. Acid-sensing ion channels (ASICs) are a family of proton-gated cation channels, which play critical roles in synaptic plasticity, learning and memory and spine morphogenesis. Our pilot proteomics data from ASIC1a knock out mice implicated that ASIC1a may play a role in regulating Notch signaling, therefore, we explored whether or not ASIC1a regulates neurite growth during neuronal development through Notch signaling. In this study, we determined the effects of ASIC1a on neurite growth in a mouse neuroblastoma cell line, NS20Y cells, by modulating ASIC1a expression. We also determined the relationship between ASIC1a and Notch signaling on neuronal differentiation. Our results showed that down-regulation of ASIC1a in NS20Y cells inhibits CPT-cAMP induced neurite growth, while over expression of ASIC1a promotes its growth. In addition, down-regulation of ASIC1a increased the expression of Notch1 and its target gene Survivin while inhibitor of Notch significantly prevented the neurite extension induced by ASIC1a in NS20Y cells. These data indicate that Notch1 signaling may be required for ASIC1a-mediated neurite growth and neuronal differentiation.
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Affiliation(s)
- Mingli Liu
- Department of Microbiology, Biochemistry & Immunology, Atlanta, GA 30310, USA
| | - Koichi Inoue
- Neuroscience Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
| | - Tiandong Leng
- Neuroscience Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
| | - An Zhou
- Neuroscience Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
| | - Shanchun Guo
- Department of Chemistry, RCMI Cancer Research Center, Xavier University of Louisiana, New Orleans, LA 70125, USA
| | - Zhi-Gang Xiong
- Neuroscience Institute, Morehouse School of Medicine, Atlanta, GA 30310, USA
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25
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Cardoso BR, Hare DJ, Bush AI, Li QX, Fowler CJ, Masters CL, Martins RN, Ganio K, Lothian A, Mukherjee S, Kapp EA, Roberts BR. Selenium Levels in Serum, Red Blood Cells, and Cerebrospinal Fluid of Alzheimer's Disease Patients: A Report from the Australian Imaging, Biomarker & Lifestyle Flagship Study of Ageing (AIBL). J Alzheimers Dis 2018; 57:183-193. [PMID: 28222503 DOI: 10.3233/jad-160622] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Selenium (Se) protects cells against oxidative stress damage through a range of bioactive selenoproteins. Increased oxidative stress is a prominent feature of Alzheimer's disease (AD), and previous studies have shown that Se deficiency is associated with age-related cognitive decline. In this study, we assessed Se status in different biofluids from a subgroup of participants in the Australian Imaging, Biomarkers and Lifestyle Flagship Study of Ageing. As Se in humans can either be an active component of selenoproteins or inactive via non-specific incorporation into other proteins, we used both size exclusion chromatography-inductively coupled plasma-mass spectrometry (SEC-ICP-MS) and tandem mass spectrometry to characterize selenoproteins in serum. We observed no differences in total Se concentration in serum or cerebrospinal fluid of AD subjects compared to mildly cognitively impairment patients and healthy controls. However, Se levels in erythrocytes were decreased in AD compared to controls. SEC-ICP-MS analysis revealed a dominant Se-containing fraction. This fraction was subjected to standard protein purification and a bottom-up proteomics approach to confirm that the abundant Se in the fraction was due, in part, to selenoprotein P. The lack of change in the Se level is at odds with our previous observations in a Brazilian population deficient in Se, and we attribute this to the Australian cohort being Se-replete.
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Affiliation(s)
- Bárbara R Cardoso
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Department of Food and Experimental Nutrition, Faculty of Pharmaceutical Sciences, University of São Paulo, SP, Brazil
| | - Dominic J Hare
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Elemental Bio-imaging Facility, University of Technology Sydney, Broadway, NSW, Australia
| | - Ashley I Bush
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Cooperative Research Centre for Mental Health, Parkville, VIC, Australia
| | - Qiao-Xin Li
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Christopher J Fowler
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Colin L Masters
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Ralph N Martins
- Edith Cowan University, School of Exercise, Biomedical and Health Sciences, Joondalup, WA, Australia
| | - Katherine Ganio
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Amber Lothian
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Cooperative Research Centre for Mental Health, Parkville, VIC, Australia
| | - Soumya Mukherjee
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Department of Inorganic Chemistry, Indian Association for the Cultivation of Science, Kolkata, India
| | - Eugene A Kapp
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Cooperative Research Centre for Mental Health, Parkville, VIC, Australia.,Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
| | - Blaine R Roberts
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.,Cooperative Research Centre for Mental Health, Parkville, VIC, Australia
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26
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Commodore JJ, Jing X, Cassady CJ. Optimization of electrospray ionization conditions to enhance formation of doubly protonated peptide ions with and without addition of chromium(III). RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2017; 31:1129-1136. [PMID: 28455886 DOI: 10.1002/rcm.7889] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 04/25/2017] [Accepted: 04/25/2017] [Indexed: 06/07/2023]
Abstract
RATIONALE Production of multiply protonated ions by electrospray ionization (ESI) is important to the analysis of peptides by mass spectrometry. For small neutral and acidic peptides, addition of chromium(III) greatly increases the intensity of doubly protonated ions. The current study examines instrumental and solution parameters that maximize peptide ion charge by ESI. METHODS The neutral and basic heptapeptides AAAAAAA (A7) and AAAKAAA (A3KA3) were used as test compounds and electrosprayed from a solution containing chromium(III) nitrate at a peptide to metal molar ratio of 1:10. Positive ion mode experiments were performed on a Bruker HCTultra PTM Discovery System quadrupole ion trap mass spectrometer. Source voltages and drying/nebulizer gases were systematically altered. The effects of rinsing, brand, and color of plastic microcentrifuge tubes (vials) employed were also investigated. RESULTS Nebulizer gas pressure and drying gas flow rate are crucial parameters for production of [M + 2H]2+ , while drying gas temperature alone has minimal effect. Optimization of the capillary exit and skimmer voltages are important both to maximize [M + 2H]2+ and reduce unwanted ion dissociation. Protonation is enhanced and fewer impurity peaks are observed when solutions are prepared in colorless plastic vials that have been rinsed briefly with propan-2-ol (isopropanol). CONCLUSIONS Optimization of instrument and sample preparation factors for enhanced protonation with and without Cr(III) is necessary to allow maximum formation of [M + 2H]2+ . Proteomics researchers should find these procedures to be of use for increasing multiply protonated signal intensity even in the absence of Cr(III). Copyright © 2017 John Wiley & Sons, Ltd.
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Affiliation(s)
| | - Xinyao Jing
- Department of Chemistry, The University of Alabama, Tuscaloosa, AL, 35487, USA
| | - Carolyn J Cassady
- Department of Chemistry, The University of Alabama, Tuscaloosa, AL, 35487, USA
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27
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Abutokaikah MT, Guan S, Bythell BJ. Stereochemical Sequence Ion Selectivity: Proline versus Pipecolic-acid-containing Protonated Peptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2017; 28:182-189. [PMID: 27730525 DOI: 10.1007/s13361-016-1510-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 09/12/2016] [Accepted: 09/15/2016] [Indexed: 06/06/2023]
Abstract
Substitution of proline by pipecolic acid, the six-membered ring congener of proline, results in vastly different tandem mass spectra. The well-known proline effect is eliminated and amide bond cleavage C-terminal to pipecolic acid dominates instead. Why do these two ostensibly similar residues produce dramatically differing spectra? Recent evidence indicates that the proton affinities of these residues are similar, so are unlikely to explain the result [Raulfs et al., J. Am. Soc. Mass Spectrom. 25, 1705-1715 (2014)]. An additional hypothesis based on increased flexibility was also advocated. Here, we provide a computational investigation of the "pipecolic acid effect," to test this and other hypotheses to determine if theory can shed additional light on this fascinating result. Our calculations provide evidence for both the increased flexibility of pipecolic-acid-containing peptides, and structural changes in the transition structures necessary to produce the sequence ions. The most striking computational finding is inversion of the stereochemistry of the transition structures leading to "proline effect"-type amide bond fragmentation between the proline/pipecolic acid-congeners: R (proline) to S (pipecolic acid). Additionally, our calculations predict substantial stabilization of the amide bond cleavage barriers for the pipecolic acid congeners by reduction in deleterious steric interactions and provide evidence for the importance of experimental energy regime in rationalizing the spectra. Graphical Abstract ᅟ.
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Affiliation(s)
- Maha T Abutokaikah
- Department of Chemistry and Biochemistry, University of Missouri, St. Louis, MO, 63121, USA
| | - Shanshan Guan
- Department of Chemistry and Biochemistry, University of Missouri, St. Louis, MO, 63121, USA
| | - Benjamin J Bythell
- Department of Chemistry and Biochemistry, University of Missouri, St. Louis, MO, 63121, USA.
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Abstract
There are a large number of search engines designed to take mass spectrometry fragmentation spectra and match them to peptides from proteins in a database. These peptides could be unmodified, but they could also bear modifications that were added biologically or during sample preparation. As a measure of reliability for the peptide identification, software normally calculates how likely a given quality of match could have been achieved at random, most commonly through the use of target-decoy database searching (Elias and Gygi, Nat Methods 4(3): 207-214, 2007). Matching the correct peptide but with the wrong modification localization is not a random match, so results with this error will normally still be assessed as reliable identifications by the search engine. Hence, an extra step is required to determine site localization reliability, and the software approaches to measure this are the subject of this part of the chapter.
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Jarnuczak AF, Lee DCH, Lawless C, Holman SW, Eyers CE, Hubbard SJ. Analysis of Intrinsic Peptide Detectability via Integrated Label-Free and SRM-Based Absolute Quantitative Proteomics. J Proteome Res 2016; 15:2945-59. [PMID: 27454336 DOI: 10.1021/acs.jproteome.6b00048] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Quantitative mass spectrometry-based proteomics of complex biological samples remains challenging in part due to the variability and charge competition arising during electrospray ionization (ESI) of peptides and the subsequent transfer and detection of ions. These issues preclude direct quantification from signal intensity alone in the absence of a standard. A deeper understanding of the governing principles of peptide ionization and exploitation of the inherent ionization and detection parameters of individual peptides is thus of great value. Here, using the yeast proteome as a model system, we establish the concept of peptide F-factor as a measure of detectability, closely related to ionization efficiency. F-factor is calculated by normalizing peptide precursor ion intensity by absolute abundance of the parent protein. We investigated F-factor characteristics in different shotgun proteomics experiments, including across multiple ESI-based LC-MS platforms. We show that F-factors mirror previously observed physicochemical predictors as peptide detectability but demonstrate a nonlinear relationship between hydrophobicity and peptide detectability. Similarly, we use F-factors to show how peptide ion coelution adversely affects detectability and ionization. We suggest that F-factors have great utility for understanding peptide detectability and gas-phase ion chemistry in complex peptide mixtures, selection of surrogate peptides in targeted MS studies, and for calibration of peptide ion signal in label-free workflows. Data are available via ProteomeXchange with identifier PXD003472.
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Affiliation(s)
- Andrew F Jarnuczak
- Faculty of Biology, Medicine and Health, University of Manchester , Michael Smith Building, Oxford Road, Manchester M13 9PT, United Kingdom
| | - Dave C H Lee
- Faculty of Biology, Medicine and Health, University of Manchester , Second Floor, Wolfson Molecular Imaging Centre, 27 Palatine Road, Withington, Manchester, M20 3JL, United Kingdom
| | - Craig Lawless
- Faculty of Biology, Medicine and Health, University of Manchester , Michael Smith Building, Oxford Road, Manchester M13 9PT, United Kingdom
| | - Stephen W Holman
- Centre for Proteome Research, University of Liverpool , Department of Biochemistry, Institute of Integrative Biology, Crown Street, Liverpool, L69 7ZB, United Kingdom
| | - Claire E Eyers
- Centre for Proteome Research, University of Liverpool , Department of Biochemistry, Institute of Integrative Biology, Crown Street, Liverpool, L69 7ZB, United Kingdom
| | - Simon J Hubbard
- Faculty of Biology, Medicine and Health, University of Manchester , Michael Smith Building, Oxford Road, Manchester M13 9PT, United Kingdom
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Wright P, Alex A, Pullen F. Predicting collision-induced dissociation mass spectra: understanding the role of the mobile proton in small molecule fragmentation. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2016; 30:1163-1175. [PMID: 27525343 DOI: 10.1002/rcm.7521] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
RATIONALE Intramolecular proton migration has been reported to be required for fragmentation by collision-induced dissociation (CID). If the collision energy is required to provide energy for proton movement to a ‘dissociative’ site, it may be possible to predict the optimal collision energy for fragmentation using quantum computational chemistry software. A greater understanding of the mechanism(s) of proton migration is necessary. METHODS The product ion spectra of seven compounds were obtained at collision energies stepped in the range from 5 to 50 eV, with precursor ions being generated in positive ion mode by both atmospheric pressure chemical ionization (APCI) and electrospray ionisation (ESI) (using an ESCi ionisation source with or without corona discharge, respectively). The products ions observed at each collision energy were assessed in terms of structure to ascertain if they were formed as a result of protonation at the initial ionisation site or if the proton had migrated to a dissociative site. RESULTS Proton migration was shown to be independent of collision energy, stability of the protonated molecule and the distance that the proton moved. Therefore, proton migration is not a barrier to fragmentation as the proton appears to be fully mobile at 5 eV. As proton migration is independent of collision energy for these compounds, whereas fragmentation is energy dependent, protonation at the dissociative site alone is not sufficient to cause bond cleavage. CONCLUSIONS The role of collision energy in bond cleavage may be to increase the vibrational energy of the bond and/or increase the rate of bond cleavage such that it occurs within the residence time of the ion within the collision cell rather than to supply the energy for proton migration. Therefore, quantum chemistry alone cannot predict the collision energies appropriate for fragmentation on the basis of modelling proton movements.
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Bischoff R, Permentier H, Guryev V, Horvatovich P. Genomic variability and protein species — Improving sequence coverage for proteogenomics. J Proteomics 2016; 134:25-36. [DOI: 10.1016/j.jprot.2015.09.021] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 09/06/2015] [Accepted: 09/14/2015] [Indexed: 12/30/2022]
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Abshiru N, Caron-Lizotte O, Rajan RE, Jamai A, Pomies C, Verreault A, Thibault P. Discovery of protein acetylation patterns by deconvolution of peptide isomer mass spectra. Nat Commun 2015; 6:8648. [PMID: 26468920 PMCID: PMC4667697 DOI: 10.1038/ncomms9648] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Accepted: 09/16/2015] [Indexed: 01/29/2023] Open
Abstract
Protein post-translational modifications (PTMs) play important roles in the control of various biological processes including protein–protein interactions, epigenetics and cell cycle regulation. Mass spectrometry-based proteomics approaches enable comprehensive identification and quantitation of numerous types of PTMs. However, the analysis of PTMs is complicated by the presence of indistinguishable co-eluting isomeric peptides that result in composite spectra with overlapping features that prevent the identification of individual components. In this study, we present Iso-PeptidAce, a novel software tool that enables deconvolution of composite MS/MS spectra of isomeric peptides based on features associated with their characteristic fragment ion patterns. We benchmark Iso-PeptidAce using dilution series prepared from mixtures of known amounts of synthetic acetylated isomers. We also demonstrate its applicability to different biological problems such as the identification of site-specific acetylation patterns in histones bound to chromatin assembly factor-1 and profiling of histone acetylation in cells treated with different classes of HDAC inhibitors. Deciphering patterns of histone modifications that modulate chromatin structure and function is important, but remains challenging. Here the authors describe a method to uncover patterns of site-specific histone acetylation by deconvolution of overlapping peptide isomer mass spectra.
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Affiliation(s)
- Nebiyu Abshiru
- Department of Chemistry, Université de Montréal, PO Box 6128, Station centre-ville, Montréal, Québec, Canada H3C 3J7.,Institute for Research in Immunology and Cancer, Université de Montréal, C.P. 6128, Succursale centre-ville, Montréal, Québec, Canada H3C 3J7
| | - Olivier Caron-Lizotte
- Institute for Research in Immunology and Cancer, Université de Montréal, C.P. 6128, Succursale centre-ville, Montréal, Québec, Canada H3C 3J7
| | - Roshan Elizabeth Rajan
- Institute for Research in Immunology and Cancer, Université de Montréal, C.P. 6128, Succursale centre-ville, Montréal, Québec, Canada H3C 3J7.,Molecular Biology Programme, Université de Montréal, PO Box 6128, Station centre-ville, Montréal, Québec, Canada H3C 3J7
| | - Adil Jamai
- Institute for Research in Immunology and Cancer, Université de Montréal, C.P. 6128, Succursale centre-ville, Montréal, Québec, Canada H3C 3J7
| | - Christelle Pomies
- Institute for Research in Immunology and Cancer, Université de Montréal, C.P. 6128, Succursale centre-ville, Montréal, Québec, Canada H3C 3J7
| | - Alain Verreault
- Department of Chemistry, Université de Montréal, PO Box 6128, Station centre-ville, Montréal, Québec, Canada H3C 3J7.,Molecular Biology Programme, Université de Montréal, PO Box 6128, Station centre-ville, Montréal, Québec, Canada H3C 3J7
| | - Pierre Thibault
- Department of Chemistry, Université de Montréal, PO Box 6128, Station centre-ville, Montréal, Québec, Canada H3C 3J7.,Institute for Research in Immunology and Cancer, Université de Montréal, C.P. 6128, Succursale centre-ville, Montréal, Québec, Canada H3C 3J7
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Kolli V, Roth HA, De La Cruz G, Fernando GS, Dodds ED. The role of proton mobility in determining the energy-resolved vibrational activation/dissociation channels of N-glycopeptide ions. Anal Chim Acta 2015; 896:85-92. [PMID: 26481991 DOI: 10.1016/j.aca.2015.09.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 09/04/2015] [Accepted: 09/05/2015] [Indexed: 12/21/2022]
Abstract
Site-specific glycoproteomic analysis largely hinges on the use of tandem mass spectrometry (MS/MS) to identify glycopeptides. Experiments of this type are usually aimed at drawing connections between individual oligosaccharide structures and their specific sites of attachment to the polypeptide chain. These determinations inherently require ion dissociation methods capable of interrogating both the monosaccharide and amino acid connectivity of the glycopeptide. Collision-induced dissociation (CID) shows potential to satisfy this requirement, as the vibrational activation/dissociation of protonated N-glycopeptides has been observed to access cleavage of either glycosidic bonds of the glycan or amide bonds of the peptide in an energy-resolved manner. Nevertheless, the relative energy requirement for these fragmentation pathways varies considerably among analytes. This research addresses the influence of proton mobility on the vibrational energy necessary to achieve either glycan or peptide cleavage in a collection of protonated N-glycopeptide ions. While greater proton mobility of the precursor ion was found to correlate with lower energy requirements for precursor ion depletion and appearance of glycosidic fragments, the vibrational energy deposition necessary for appearance of peptide backbone fragments showed no relation to the precursor ion proton mobility. These results are consistent with observations suggesting that peptide fragments arise from an intermediate fragment which is generally of lower proton mobility than the precursor ion. Such findings have potential to facilitate the rational selection of CID conditions which are best suited to provide either glycan or peptide cleavage products in MS/MS based N-glycoproteomic analysis.
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Affiliation(s)
- Venkata Kolli
- Department of Chemistry, University of Nebraska - Lincoln, Lincoln, NE, 68588-0304, USA
| | - Heidi A Roth
- Department of Chemistry, University of Nebraska - Lincoln, Lincoln, NE, 68588-0304, USA
| | - Gabriela De La Cruz
- Department of Chemistry, University of Nebraska - Lincoln, Lincoln, NE, 68588-0304, USA; Department of Chemistry, Cottey College, Nevada, MO, 64772, USA
| | - Ganga S Fernando
- Department of Chemistry, University of Nebraska - Lincoln, Lincoln, NE, 68588-0304, USA; Department of Chemistry, Cottey College, Nevada, MO, 64772, USA
| | - Eric D Dodds
- Department of Chemistry, University of Nebraska - Lincoln, Lincoln, NE, 68588-0304, USA.
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Sealey-Voyksner J, Zweigenbaum J, Voyksner R. Discovery of highly conserved unique peanut and tree nut peptides by LC-MS/MS for multi-allergen detection. Food Chem 2015; 194:201-11. [PMID: 26471545 DOI: 10.1016/j.foodchem.2015.07.043] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Revised: 06/18/2015] [Accepted: 07/09/2015] [Indexed: 12/12/2022]
Abstract
Proteins unique to peanuts and various tree nuts have been extracted, subjected to trypsin digestion and analysis by liquid chromatography/quadrupole time-of-flight mass spectrometry, in order to find highly conserved peptides that can be used as markers to detect peanuts and tree nuts in food. The marker peptide sequences chosen were those found to be present in both native (unroasted) and thermally processed (roasted) forms of peanuts and tree nuts. Each peptide was selected by assuring its presence in food that was processed or unprocessed, its abundance for sensitivity, sequence size, and uniqueness for peanut and each specific variety of tree nut. At least two peptides were selected to represent peanut, almond, pecan, cashew, walnut, hazelnut, pine nut, Brazil nut, macadamia nut, pistachio nut, chestnut and coconut; to determine the presence of trace levels of peanut and tree nuts in food by a novel multiplexed LC-MS method.
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Affiliation(s)
| | - Jerry Zweigenbaum
- Agilent Technologies, Inc., 2850 Centerville Road, Wilmington, DE, USA
| | - Robert Voyksner
- LCMS Limited, 1502 West Hwy NC-54, Suite 504, Durham, NC, USA.
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Bertran-Vicente J, Schümann M, Hackenberger CPR, Krause E. Gas-Phase Rearrangement in Lysine Phosphorylated Peptides During Electron-Transfer Dissociation Tandem Mass Spectrometry. Anal Chem 2015; 87:6990-4. [PMID: 26110354 DOI: 10.1021/acs.analchem.5b01389] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Tandem mass spectrometry (MS/MS) strategies coupled with collision-induced dissociation (CID) or radical-driven fragmentation techniques such as electron-capture dissociation (ECD) or electron-transfer dissociation (ETD) have been successfully used for comprehensive phosphoproteome analysis. However, the unambiguous characterization of the phosphorylation site remains a significant challenge due to phosphate-related neutral losses and gas-phase rearrangements, which have been observed during CID. In particular, for the analysis of labile N-phosphorylated peptides, ECD and ETD are emerging as a complementary method. In contrast to CID, the phosphorylation site of histidine, arginine, and lysine phosphorylated peptides can be characterized by ETD. Here, we present a study on the application of ETD for analysis of phospholysine (pLys) peptides. We show that, depending on the charge state of the precursor ion as well as the presence of basic amino acid side chains, phosphate transfer reactions during the ETD process can be observed leading to ambiguous fragment ion spectra. Basically, pLys is stable under ETD conditions allowing an unambiguous assignment of the site of phosphorylation, but some factors/parameters have to be considered to avoid gas-phase rearrangement which would lead to false positive results in phosphoproteomic studies.
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Affiliation(s)
- Jordi Bertran-Vicente
- †Leibniz-Institut für Molekulare Pharmakologie (FMP), Robert-Rössle Str. 10, 13125 Berlin, Germany.,§Institut für Chemie und Biochemie, Freie Universität Berlin, Takustrasse 3, 14195 Berlin, Germany
| | - Michael Schümann
- †Leibniz-Institut für Molekulare Pharmakologie (FMP), Robert-Rössle Str. 10, 13125 Berlin, Germany
| | - Christian P R Hackenberger
- †Leibniz-Institut für Molekulare Pharmakologie (FMP), Robert-Rössle Str. 10, 13125 Berlin, Germany.,‡Department Chemie, Humboldt Universität zu Berlin, Brook-Taylor-Strasse 2, 12489 Berlin, Germany
| | - Eberhard Krause
- †Leibniz-Institut für Molekulare Pharmakologie (FMP), Robert-Rössle Str. 10, 13125 Berlin, Germany
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Aboufazeli F, Kolli V, Dodds ED. A comparison of energy-resolved vibrational activation/dissociation characteristics of protonated and sodiated high mannose N-glycopeptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:587-595. [PMID: 25582509 DOI: 10.1007/s13361-014-1070-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 12/11/2014] [Accepted: 12/16/2014] [Indexed: 06/04/2023]
Abstract
Fragmentation of glycopeptides in tandem mass spectrometry (MS/MS) plays a pivotal role in site-specific protein glycosylation profiling by allowing specific oligosaccharide compositions and connectivities to be associated with specific loci on the corresponding protein. Although MS/MS analysis of glycopeptides has been successfully performed using a number of distinct ion dissociation methods, relatively little is known regarding the fragmentation characteristics of glycopeptide ions with various charge carriers. In this study, energy-resolved vibrational activation/dissociation was examined via collision-induced dissociation for a group of related high mannose tryptic glycopeptides as their doubly protonated, doubly sodiated, and hybrid protonated sodium adduct ions. The doubly protonated glycopeptide ions with various compositions were found to undergo fragmentation over a relatively low but wide range of collision energies compared with the doubly sodiated and hybrid charged ions, and were found to yield both glycan and peptide fragmentation depending on the applied collision energy. By contrast, the various doubly sodiated glycopeptides were found to dissociate over a significantly higher but narrow range of collision energies, and exhibited only glycan cleavages. Interestingly, the hybrid protonated sodium adduct ions were consistently the most stable of the precursor ions studied, and provided fragmentation information spanning both the glycan and the peptide moieties. Taken together, these findings illustrate the influence of charge carrier over the energy-resolved vibrational activation/dissociation characteristics of glycopeptides, and serve to suggest potential strategies that exploit the analytically useful features uniquely afforded by specific charge carriers or combinations thereof.
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Affiliation(s)
- Forouzan Aboufazeli
- Department of Chemistry, University of Nebraska-Lincoln, 711 Hamilton Hall, Lincoln, NE, 68588-0304, USA
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Gagné JP, Ethier C, Defoy D, Bourassa S, Langelier MF, Riccio AA, Pascal JM, Moon KM, Foster LJ, Ning Z, Figeys D, Droit A, Poirier GG. Quantitative site-specific ADP-ribosylation profiling of DNA-dependent PARPs. DNA Repair (Amst) 2015; 30:68-79. [PMID: 25800440 DOI: 10.1016/j.dnarep.2015.02.004] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 02/04/2015] [Indexed: 12/13/2022]
Abstract
An important feature of poly(ADP-ribose) polymerases (PARPs) is their ability to readily undergo automodification upon activation. Although a growing number of substrates were found to be poly(ADP-ribosyl)ated, including histones and several DNA damage response factors, PARPs themselves are still considered as the main acceptors of poly(ADP-ribose). By monitoring spectral counts of specific hydroxamic acid signatures generated after the conversion of the ADP-ribose modification onto peptides by hydroxylamine hydrolysis, we undertook a thorough mass spectrometry mapping of the glutamate and aspartate ADP-ribosylation sites onto automodified PARP-1, PARP-2 and PARP-3. Thousands of hydroxamic acid-conjugated peptides were identified with high confidence and ranked based on their spectral count. This semi-quantitative approach allowed us to locate the preferentially targeted residues in DNA-dependent PARPs. In contrast to what has been reported in the literature, automodification of PARP-1 is not predominantly targeted towards its BRCT domain. Our results show that interdomain linker regions that connect the BRCT to the WGR module and the WGR to the PRD domain undergo prominent ADP-ribosylation during PARP-1 automodification. We also found that PARP-1 efficiently automodifies the D-loop structure within its own catalytic fold. Interestingly, additional major ADP-ribosylation sites were identified in functional domains of PARP-1, including all three zinc fingers. Similar to PARP-1, specific residues located within the catalytic sites of PARP-2 and PARP-3 are major targets of automodification following their DNA-dependent activation. Together our results suggest that poly(ADP-ribosyl)ation hot spots make a dominant contribution to the overall automodification process.
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Affiliation(s)
- Jean-Philippe Gagné
- Centre de recherche du CHU de Québec - Pavillon CHUL, Faculté de Médecine, Université Laval, Québec, Canada
| | - Chantal Ethier
- Centre de recherche du CHU de Québec - Pavillon CHUL, Faculté de Médecine, Université Laval, Québec, Canada
| | - Daniel Defoy
- Plateforme Protéomique du Centre de Recherche du CHU de Québec - Pavillon CHUL, Faculté de Médecine, Université Laval, Québec, Canada
| | - Sylvie Bourassa
- Plateforme Protéomique du Centre de Recherche du CHU de Québec - Pavillon CHUL, Faculté de Médecine, Université Laval, Québec, Canada
| | - Marie-France Langelier
- Department of Biochemistry & Molecular Biology, Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, USA
| | - Amanda A Riccio
- Department of Biochemistry & Molecular Biology, Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, USA
| | - John M Pascal
- Department of Biochemistry & Molecular Biology, Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, USA
| | - Kyung-Mee Moon
- Department of Biochemistry and Molecular Biology, University of British Columbia, Centre for High-Throughput Biology, Vancouver, British Columbia, Canada
| | - Leonard J Foster
- Department of Biochemistry and Molecular Biology, University of British Columbia, Centre for High-Throughput Biology, Vancouver, British Columbia, Canada
| | - Zhibin Ning
- Ottawa Institute of Systems Biology, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniel Figeys
- Ottawa Institute of Systems Biology, Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
| | - Arnaud Droit
- Plateforme Protéomique du Centre de Recherche du CHU de Québec - Pavillon CHUL, Faculté de Médecine, Université Laval, Québec, Canada
| | - Guy G Poirier
- Centre de recherche du CHU de Québec - Pavillon CHUL, Faculté de Médecine, Université Laval, Québec, Canada.
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Ihling C, Falvo F, Kratochvil I, Sinz A, Schäfer M. Dissociation behavior of a bifunctional tempo-active ester reagent for peptide structure analysis by free radical initiated peptide sequencing (FRIPS) mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2015; 50:396-406. [PMID: 25800022 DOI: 10.1002/jms.3543] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 10/28/2014] [Accepted: 11/12/2014] [Indexed: 06/04/2023]
Abstract
We have synthesized a homobifunctional active ester cross-linking reagent containing a TEMPO (2,2,6,6-tetramethylpiperidine-1-oxy) moiety connected to a benzyl group (Bz), termed TEMPO-Bz-linker. The aim for designing this novel cross-linker was to facilitate MS analysis of cross-linked products by free radical initiated peptide sequencing (FRIPS). The TEMPO-Bz-linker was reacted with all 20 proteinogenic amino acids as well as with model peptides to gain detailed insights into its fragmentation mechanism upon collision activation. The final goal of this proof-of-principle study was to evaluate the potential of the TEMPO-Bz-linker for chemical cross-linking studies to derive 3D-structure information of proteins. Our studies were motivated by the well documented instability of the central NO-C bond of TEMPO-Bz reagents upon collision activation. The fragmentation of this specific bond was investigated in respect to charge states and amino acid composition of a large set of precursor ions resulting in the identification of two distinct fragmentation pathways. Molecular ions with highly basic residues are able to keep the charge carriers located, i.e. protons or sodium cations, and consequently decompose via a homolytic cleavage of the NO-C bond of the TEMPO-Bz-linker. This leads to the formation of complementary open-shell peptide radical cations, while precursor ions that are protonated at the TEMPO-Bz-linker itself exhibit a charge-driven formation of even-electron product ions upon collision activation. MS(3) product ion experiments provided amino acid sequence information and allowed determining the cross-linking site. Our study fully characterizes the CID behavior of the TEMPO-Bz-linker and demonstrates its potential, but also its limitations for chemical cross-linking applications utilizing the special features of open-shell peptide ions on the basis of selective tandem MS analysis.
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Affiliation(s)
- Christian Ihling
- Institute of Pharmacy, Martin-Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Str. 4, D-06120, Halle (Saale), Germany
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Medzihradszky KF, Chalkley RJ. Lessons in de novo peptide sequencing by tandem mass spectrometry. MASS SPECTROMETRY REVIEWS 2015; 34:43-63. [PMID: 25667941 PMCID: PMC4367481 DOI: 10.1002/mas.21406] [Citation(s) in RCA: 142] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Mass spectrometry has become the method of choice for the qualitative and quantitative characterization of protein mixtures isolated from all kinds of living organisms. The raw data in these studies are MS/MS spectra, usually of peptides produced by proteolytic digestion of a protein. These spectra are "translated" into peptide sequences, normally with the help of various search engines. Data acquisition and interpretation have both been automated, and most researchers look only at the summary of the identifications without ever viewing the underlying raw data used for assignments. Automated analysis of data is essential due to the volume produced. However, being familiar with the finer intricacies of peptide fragmentation processes, and experiencing the difficulties of manual data interpretation allow a researcher to be able to more critically evaluate key results, particularly because there are many known rules of peptide fragmentation that are not incorporated into search engine scoring. Since the most commonly used MS/MS activation method is collision-induced dissociation (CID), in this article we present a brief review of the history of peptide CID analysis. Next, we provide a detailed tutorial on how to determine peptide sequences from CID data. Although the focus of the tutorial is de novo sequencing, the lessons learned and resources supplied are useful for data interpretation in general.
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Abstract
The aim of this chapter is to give a short introduction to peptide analysis by mass spectrometry (MS) and interpretation of fragment mass spectra. Through examples and guidelines we demonstrate how to understand and validate search results and how to perform de novo sequencing based on the often very complex fragmentation pattern obtained by tandem mass spectrometry (also referred to as MSMS). The focus is on simple rules for interpretation of MSMS spectra of tryptic as well as non-tryptic peptides.
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Affiliation(s)
- Karin Hjernø
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Peter Højrup
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark.
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Guo M, Weng G, Yin D, Hu X, Han J, Du Y, Liu Y, Tang D, Pan Y. Identification of the over alkylation sites of a protein by IAM in MALDI-TOF/TOF tandem mass spectrometry. RSC Adv 2015. [DOI: 10.1039/c5ra18595e] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Overalkylation often appears during the proteolytic digestion process when using iodoacetamide (IAM) to protect the produced side chain thiol of Cys from disulfide bonds.
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Affiliation(s)
- Mengzhe Guo
- Department of Chemistry
- Zhejiang University
- Hangzhou 310027
- China
- Key Laboratory of New Drug Research and Clinical Pharmacy
| | - Guofeng Weng
- Department of Chemistry
- Zhejiang University
- Hangzhou 310027
- China
| | - Dengyang Yin
- Key Laboratory of New Drug Research and Clinical Pharmacy
- Xuzhou Medical College
- Xuzhou
- China
- Department of Pharmaceutical Analysis
| | - Xunxiu Hu
- Key Laboratory of New Drug Research and Clinical Pharmacy
- Xuzhou Medical College
- Xuzhou
- China
- Department of Pharmaceutical Analysis
| | - Jie Han
- Key Laboratory of New Drug Research and Clinical Pharmacy
- Xuzhou Medical College
- Xuzhou
- China
- Department of Pharmaceutical Analysis
| | - Yan Du
- Key Laboratory of New Drug Research and Clinical Pharmacy
- Xuzhou Medical College
- Xuzhou
- China
- Department of Pharmaceutical Analysis
| | - Yaqin Liu
- Department of Chemistry
- Zhejiang University
- Hangzhou 310027
- China
| | - Daoquan Tang
- Key Laboratory of New Drug Research and Clinical Pharmacy
- Xuzhou Medical College
- Xuzhou
- China
- Department of Pharmaceutical Analysis
| | - Yuanjiang Pan
- Department of Chemistry
- Zhejiang University
- Hangzhou 310027
- China
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Raulfs MDM, Breci L, Bernier M, Hamdy OM, Janiga A, Wysocki V, Poutsma JC. Investigations of the mechanism of the "proline effect" in tandem mass spectrometry experiments: the "pipecolic acid effect". JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2014; 25:1705-1715. [PMID: 25078156 DOI: 10.1007/s13361-014-0953-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 06/12/2014] [Accepted: 06/14/2014] [Indexed: 06/03/2023]
Abstract
The fragmentation behavior of a set of model peptides containing proline, its four-membered ring analog azetidine-2-carboxylic acid (Aze), its six-membered ring analog pipecolic acid (Pip), an acyclic secondary amine residue N-methyl-alanine (NMeA), and the D stereoisomers of Pro and Pip has been determined using collision-induced dissociation in ESI-tandem mass spectrometers. Experimental results for AAXAA, AVXLG, AAAXA, AGXGA, and AXPAA peptides are presented, where X represents Pro, Aze, Pip, or NMeA. Aze- and Pro-containing peptides fragment according to the well-established "proline effect" through selective cleavage of the amide bond N-terminal to the Aze/Pro residue to give yn (+) ions. In contrast, Pip- and NMA-fragment through a different mechanism, the "pipecolic acid effect," selectively at the amide bond C-terminal to the Pip/NMA residue to give bn (+) ions. Calculations of the relative basicities of various sites in model peptide molecules containing Aze, Pro, Pip, or NMeA indicate that whereas the "proline effect' can in part be rationalized by the increased basicity of the prolyl-amide site, the "pipecolic acid effect" cannot be justified through the basicity of the residue. Rather, the increased flexibility of the Pip and NMeA residues allow for conformations of the peptide for which transfer of the mobile proton to the amide site C-terminal to the Pip/NMeA becomes energetically favorable. This argument is supported by the differing results obtained for AAPAA versus AA(D-Pro)AA, a result that can best be explained by steric effects. Fragmentation of pentapeptides containing both Pro and Pip indicate that the "pipecolic acid effect" is stronger than the "proline effect."
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Affiliation(s)
- Mary Disa M Raulfs
- Department of Chemistry, The College of William and Mary, Williamsburg, VA, 23187, USA
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Statistical characterization of HCD fragmentation patterns of tryptic peptides on an LTQ Orbitrap Velos mass spectrometer. J Proteomics 2014; 109:26-37. [DOI: 10.1016/j.jprot.2014.06.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Revised: 06/13/2014] [Accepted: 06/16/2014] [Indexed: 11/23/2022]
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Mycobacterium tuberculosis supports protein tyrosine phosphorylation. Proc Natl Acad Sci U S A 2014; 111:9265-70. [PMID: 24927537 DOI: 10.1073/pnas.1323894111] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Reversible protein phosphorylation determines growth and adaptive decisions in Mycobacterium tuberculosis (Mtb). At least 11 two-component systems and 11 Ser/Thr protein kinases (STPKs) mediate phosphorylation on Asp, His, Ser, and Thr. In contrast, protein phosphorylation on Tyr has not been described previously in Mtb. Here, using a combination of phospho-enrichment and highly sensitive mass spectrometry, we show extensive protein Tyr phosphorylation of diverse Mtb proteins, including STPKs. Several STPKs function as dual-specificity kinases that phosphorylate Tyr in cis and in trans, suggesting that dual-specificity kinases have a major role in bacterial phospho-signaling. Mutation of a phosphotyrosine site of the essential STPK PknB reduces its activity in vitro and in live Mtb, indicating that Tyr phosphorylation has a functional role in bacterial growth. These data identify a previously unrecognized phosphorylation system in a human pathogen that claims ∼ 1.4 million lives every year.
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He J, Zeng ZC, Xiang ZL, Yang P. Mass spectrometry-based serum peptide profiling in hepatocellular carcinoma with bone metastasis. World J Gastroenterol 2014; 20:3025-3032. [PMID: 24659894 PMCID: PMC3961966 DOI: 10.3748/wjg.v20.i11.3025] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 11/14/2013] [Accepted: 01/02/2014] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the potential of serum peptides as a diagnostic tool for hepatocellular carcinoma (HCC) with bone metastasis.
METHODS: Matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF-MS) was used to characterize the serum peptide profile of HCC patients with bone metastasis. Serum samples from 138 HCC patients (66 cases with and 72 cases without bone metastasis) were randomly assigned into a training set (n = 76) and a test set (n = 62). Differential serum peptides were examined using ClinProt magnetic bead-based purification followed by MALDI-TOF-MS. The sequences of differentially expressed serum peptides were identified using liquid chromatography-mass spectrometry. A diagnostic model was established using a learning algorithm of radial basis function neural network verified by a single blind trial. Receiver operating characteristic (ROC) analysis was performed to evaluate the diagnostic power of the established model.
RESULTS: Ten peptide peaks were significantly different between HCC patients with or without bone metastasis (P < 0.001). Sequences of seven peptides with mass to charge ratios (m/z) of 1780.7, 1866.5, 2131.6, 2880.4, 1532.4, 2489.8, and 2234.3 were successfully identified. These seven peptides were derived from alpha-fetoprotein, prothrombin, serglycin, isoform 2 of inter-alpha-trypsin inhibitor heavy chain H4, isoform 1 of autophagy-related protein 16-2, and transthyretin and fibrinogen beta chains, respectively. The recognition rate and predictive power of a diagnostic model established on the basis of six significant peptides (m/z for these six peptides were 1535.4, 1780.7, 1866.5, 2131.6, 2880.4, and 2901.9) were 89.47% and 82.89%, respectively. The sensitivity and specificity of this model based upon a single blind trial were 85.29% and 85.71%, respectively. ROC analysis found that the AUC (area under the ROC curve) value was 0.911.
CONCLUSION: Our study suggested that serum peptides may serve as a diagnosis tool for HCC bone metastasis.
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Darii E, Saravanamuthu G, Gut IG, Tabet JC. Structural studies of the sBBI/trypsin non-covalent complex using covalent modification and mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2014; 28:413-429. [PMID: 24497279 DOI: 10.1002/rcm.6797] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Revised: 11/21/2013] [Accepted: 12/01/2013] [Indexed: 06/03/2023]
Abstract
RATIONALE The study of protein recognition sites is crucial for understanding the mechanisms of protein interaction. Mass spectrometry can be a method of choice for the investigation of the contact surface within the protein non-covalent complexes. METHODS Probing the reactivity of essential amino acid residues of soybean Bowman-Birk inhibitor (sBBI) within the non-covalent sBBI/bovine trypsin complex was performed using covalent labeling by the BS3 cross-linker and charge tag with a quaternary ammonium group in combination with matrix-assisted laser desorption/ionization (MALDI) mass spectrometry (MS) and tandem mass spectrometry (MS/MS) analysis. RESULTS Significant modulation of the reactivity of essential K16 and S17 residues in the sBBI molecule upon binding to trypsin was established. The studies of sBBI proteolytic peptides with the same structure but carrying different labels using metastable dissociation in LIFT mode demonstrated that fragmentation pathways were oriented by used modification (BS3 cross-linker or charge tag). CONCLUSIONS The effectiveness of the mass spectrometric approach including covalent modification for exploring protein-protein interaction sites has been demonstrated. The alteration of the reactivity of functionally important amino acid residues in the sBBI molecule is most likely related to changes in their microenvironment. It has been suggested that in the presence of charge tags fragmentation in LIFT mode proceeds through the formation of salt bridges between quaternary ammonium groups and acidic residues due to the occurrence of zwitterions (including basic and acidic residues). Despite the presence of one or several charge tags, fragmentation takes place yielding modulated bi /yj ion series depending on the positions of the tags.
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Affiliation(s)
- Ekaterina Darii
- CEA/Institut de Génomique/Centre National de Génotypage, Evry, France; CEA/Institut de Génomique/Centre National de Séquençage, Evry, France
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Wang J, Song W, Hu X, Yu Z, Liu Y, Liu R. Comparative studies on the discrepant fragmentation mechanisms of the GLy-Asp-Gly-Arg and Arg-Gly-Asp-Gly: evidence for the mobile proton model. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2014; 20:317-325. [PMID: 25420344 DOI: 10.1255/ejms.1287] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The fragmentation mechanisms of singly protonated Gly-Asp-Gly-Arg (GDGRI and Arg-Gly-Asp-Gly (RGDGJ were investigated by mass spectrometry and theoretical methods. Both protonated molecules are fragmented mainly at the Asp-Gly amide bond C-terminal to Asp, as supported by quantum chemical calculations. Charge distributions of C and N atoms (Qc + QN) on the amide bonds were collected when the ionizing proton was fixed at different nitrogen atoms along the backbone for each peptide. Compared with the neutral molecules, the total charges of C and N atoms (Qc + QN] for the singly charged peptides tended to be negative when the proton was located at the backbone nitrogen atoms. A relatively larger value of QC + QN corresponds to a higher trend of fragmentation, which is consistent with the experimental relative abundances data that the predominant ions are y2 for [GDGR + H]+ and b3 for [RGDG + H]+. Also, the anhydride mechanism driven by the C-terminal COOH for [RGDG + H]+ was explored by a quantum-mechanical/molecular-mechanical method. Calculations indicate that the protonated peptide can be cleaved through an unusual charge-directed pathway by forming a salt bridge at the C-termini. The formation of the anhydride linkage is much more feasible since this process needs very little energy and is exother- mic, though the subsequent nucleophilic attack on the Asp carbonyl carbon is more difficult. The combined experimental and theoretical methods substantiate the mobile proton model, which opens a way to analyze quantitatively the discrepant fragmentation of dissociated peptides in peptide/protein identification.
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Affiliation(s)
- Jinhu Wang
- School of Environmental Science and Engineering, Shandong University, Jinan 250100, China
- College of Chemistry Chemical Engineering and Material Science, Zaozhuang University, Zaozhuang, Shandong 277160, China
| | - Wei Song
- School of Environmental Science and Engineering, Shandong University, Jinan 250100, China
| | - Xinxin Hu
- School of Environmental Science and Engineering, Shandong University, Jinan 250100, China
| | - Zehua Yu
- School of Environmental Science and Engineering, Shandong University, Jinan 250100, China
| | - Yongjun Liu
- Key Lab of Theoretical and Computational Chemistry in University of Shandong, School of Chemistry and Chemical Engineering, Shandong University, Jinan, Shandong 250100, China
| | - Rutao Liu
- School of Environmental Science and Engineering, Shandong University, Jinan 250100, China
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Cui L, Yapici I, Borhan B, Reid GE. Quantification of competing H3PO4 versus HPO3 + H2O neutral losses from regioselective 18O-labeled phosphopeptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2014; 25:141-148. [PMID: 24249041 DOI: 10.1007/s13361-013-0744-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Revised: 08/26/2013] [Accepted: 08/28/2013] [Indexed: 06/02/2023]
Abstract
Abundant neutral losses of 98 Da are often observed upon ion trap CID-MS/MS of protonated phosphopeptide ions. Two competing fragmentation pathways are involved in this process, namely, the direct loss of H3PO4 from the phosphorylated residue and the combined losses of HPO3 and H2O from the phosphorylation site and from an additional site within the peptide, respectively. These competing pathways produce product ions with different structures but the same m/z values, potentially limiting the utility of CID-MS(3) for phosphorylation site localization. To quantify the relative contributions of these pathways and to determine the conditions under which each pathway predominates, we have examined the ion trap CID-MS/MS fragmentation of a series of regioselective (18)O-phosphate ester labeled phosphopeptides prepared using novel solution-phase amino acid synthesis and solid-phase peptide synthesis methodologies. By comparing the intensity of the -100 Da (-H3PO3 (18)O) versus -98 Da (-[HPO3 + H2O]) neutral loss product ions formed upon MS/MS, quantification of the two pathways was achieved. Factors that affect the extent of formation of the competing neutral losses were investigated, with the combined loss pathway predominantly occurring under conditions of limited proton mobility, and with increased combined losses observed for phosphothreonine compared with phosphoserine-containing peptides. The combined loss pathway was found to be less dominant under ion activation conditions associated with HCD-MS/MS. Finally, the contribution of carboxylic acid functional groups and backbone amide bonds to the water loss in the combined loss fragmentation pathway was determined via methyl esterification and by examination of a phosphopeptide lacking side-chain hydroxyl groups.
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Affiliation(s)
- Li Cui
- Department of Chemistry, Michigan State University, East Lansing, MI, 48824, USA
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Bernhard OK, Greening DW, Barnes TW, Ji H, Simpson RJ. Detection of cadherin-17 in human colon cancer LIM1215 cell secretome and tumour xenograft-derived interstitial fluid and plasma. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1834:2372-9. [DOI: 10.1016/j.bbapap.2013.03.022] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Revised: 03/23/2013] [Accepted: 03/25/2013] [Indexed: 12/21/2022]
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50
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Cui L, Reid GE. Examining factors that influence erroneous phosphorylation site localization via competing fragmentation and rearrangement reactions during ion trap CID-MS/MS and -MS(3.). Proteomics 2013; 13:964-73. [PMID: 23335301 DOI: 10.1002/pmic.201200384] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Revised: 10/22/2013] [Accepted: 11/08/2012] [Indexed: 01/01/2023]
Abstract
Factors influencing the magnitude of competing fragmentation and intramolecular phosphate group rearrangement reactions during CID-MS/MS and CID-MS(3) of protonated phosphopeptide ions in ion trap mass spectrometers, and their effect on phosphorylation site localization using automated search algorithms, have been examined by systematically varying the peptide composition, the identity, number, and position of the phosphorylated "donor" and nonphosphorylated "acceptor" residues, and the proton mobility of the precursor ion charge states for a synthetic phosphopeptide library. CID-MS(3) of product ions formed via combined neutral losses of HPO3 and H2 O, rather than direct loss of H3 PO4 from phosphotyrosine containing peptides yielded incorrect phosphorylation site assignments, while correct phosphorylation site assignments for phosphothreonine and phosphoserine containing peptides were highly dependant on the relative abundance of these competing fragmentation pathways. Abundant phosphate group rearrangement product ions were observed from CID-MS/MS of multiply protonated phosphopeptide ions, with increased rearrangement under nonmobile or partially mobile protonation conditions, and as a function of the identity and number of the donor and acceptor residues. A clear inverse trend was observed between the amplitude of these rearrangement reactions and the confidence for phosphorylation site localization, and rearrangement played a contributing role in erroneous phosphorylation site assignment for several peptides.
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Affiliation(s)
- Li Cui
- Department of Chemistry, Michigan State University, East Lansing, MI 48824, USA
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